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49 Publications
2025 | Journal Article | LibreCat-ID: 58076 | 
Gräßler I, Weyrich M, Pottebaum J, Kamm S. Information Circularity Assistance based on extreme data. at - Automatisierungstechnik. 2025;73(1):3-21. doi:10.1515/auto-2024-0039
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2025 | Journal Article | LibreCat-ID: 58650 |
Gräßler I, Pottebaum J, Nyhuis P, Stark R, Thoben K-D, Wiederkehr P. Hybrid Decision Support in Product Creation - Improving performance with data science and artificial intelligence. Industry 40 Science. 2025;2025(1). doi:10.30844/i4sd.25.1.18
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2024 | Journal Article | LibreCat-ID: 53073
Muschalik M, Fumagalli F, Hammer B, Huellermeier E. Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles. Proceedings of the AAAI Conference on Artificial Intelligence. 2024;38(13):14388-14396. doi:10.1609/aaai.v38i13.29352
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2024 | Journal Article | LibreCat-ID: 53213
Amiri A, Tavana M, Arman H. An Integrated Fuzzy Analytic Network Process and Fuzzy Regression Method for Bitcoin Price Prediction. Internet of Things. 2024;25. doi:10.1016/j.iot.2023.101027
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2024 | Conference Paper | LibreCat-ID: 56166
Kulkarni PJ, Tissen D, Bernijazov R, Dumitrescu R. Towards Automated Design: Automatically Generating Modeling Elements with Prompt Engineering and Generative Artificial Intelligence. In: Malmqvist J, Candi M, Saemundsson R, Bystrom F, Isaksson O, eds. DS 130: Proceedings of NordDesign 2024. ; 2024:617-625. doi:10.35199/NORDDESIGN2024.66
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2023 | Journal Article | LibreCat-ID: 48290
Habernal I, Faber D, Recchia N, et al. Mining legal arguments in court decisions. Artificial Intelligence and Law. Published online 2023. doi:10.1007/s10506-023-09361-y
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2023 | Journal Article | LibreCat-ID: 48777
Fumagalli F, Muschalik M, Hüllermeier E, Hammer B. Incremental permutation feature importance (iPFI): towards online explanations on data streams. Machine Learning. Published online 2023. doi:10.1007/s10994-023-06385-y
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2023 | Journal Article | LibreCat-ID: 48779
Artelt A, Visser R, Hammer B. “I do not know! but why?” — Local model-agnostic example-based explanations of reject. Neurocomputing. 2023;558. doi:10.1016/j.neucom.2023.126722
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2023 | Journal Article | LibreCat-ID: 44639
Hoppe JA, Tuisku O, Johansson-Pajala R-M, et al. When do individuals choose care robots over a human caregiver? Insights from a laboratory experiment on choices under uncertainty. Computers in Human Behavior Reports. 2023;9. doi:10.1016/j.chbr.2022.100258
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2023 | Journal Article | LibreCat-ID: 49516
Groß A, Schütze C, Brandt M, Wrede B, Richter B. RISE: an open-source architecture for interdisciplinary and reproducible human–robot interaction research. Frontiers in Robotics and AI. 2023;10. doi:10.3389/frobt.2023.1245501
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2023 | Conference Paper | LibreCat-ID: 50121
Leffrang D. AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization. In: International Conference on Information Systems. ; 2023.
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2023 | Journal Article | LibreCat-ID: 53301
Vieluf S, Hasija T, Kuschel M, Reinsberger C, Loddenkemper T. Developing a deep canonical correlation-based technique for seizure prediction. Expert Systems with Applications. 2023;234. doi:10.1016/j.eswa.2023.120986
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2023 | Journal Article | LibreCat-ID: 53220
Tavana M, Khalili Nasr A, Ahmadabadi AB, Amiri AS, Mina H. An interval multi-criteria decision-making model for evaluating blockchain-IoT technology in supply chain networks. Internet of Things. 2023;22. doi:10.1016/j.iot.2023.100786
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2023 | Journal Article | LibreCat-ID: 53218
Tavana M, Soltanifar M, Santos-Arteaga FJ, Sharafi H. Analytic hierarchy process and data envelopment analysis: A match made in heaven. Expert Systems with Applications. 2023;223. doi:10.1016/j.eswa.2023.119902
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2023 | Journal Article | LibreCat-ID: 53229
Santos-Arteaga FJ, Di Caprio D, Tavana M, Tena EC. A Credibility and Strategic Behavior Approach in Hesitant Multiple Criteria Decision-Making With Application to Sustainable Transportation. IEEE Transactions on Fuzzy Systems. 2023;31(2):460-474. doi:10.1109/tfuzz.2022.3188875
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2023 | Journal Article | LibreCat-ID: 53228
Tirkolaee EB, Torkayesh AE, Tavana M, Goli A, Simic V, Ding W. An integrated decision support framework for resilient vaccine supply chain network design. Engineering Applications of Artificial Intelligence. 2023;126. doi:10.1016/j.engappai.2023.106945
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2023 | Journal Article | LibreCat-ID: 53230
Mahdiraji HA, Tavana M, Rezayar A. A Game-Theoretic Framework for Analyzing the Impact of Social Responsibility and Supply Chain Profitability. Cybernetics and Systems. 2023;54(1):104-137. doi:10.1080/01969722.2022.2055402
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2023 | Journal Article | LibreCat-ID: 53356
Terhörst P, Huber M, Damer N, Kirchbuchner F, Raja K, Kuijper A. Pixel-Level Face Image Quality Assessment for Explainable Face Recognition. IEEE Transactions on Biometrics, Behavior, and Identity Science. 2023;5(2):288-297. doi:10.1109/tbiom.2023.3263186
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2023 | Journal Article | LibreCat-ID: 50262
Fumagalli F, Muschalik M, Hüllermeier E, Hammer B. Incremental permutation feature importance (iPFI): towards online explanations on data streams. Machine Learning. 2023;112(12):4863-4903. doi:10.1007/s10994-023-06385-y
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2022 | Conference Paper | LibreCat-ID: 27506 |
Kucklick J-P. Visual Interpretability of Image-based Real Estate Appraisal. In: 55th Annual Hawaii International Conference on System Sciences (HICSS-55). ; 2022.
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